Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1074 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | GlaS | 26 | Feb 26, 2026 | ||
| Image Classification | ImageNet 1k (val) | 26 | Feb 26, 2026 | ||
| Tumor classification | Camelyon17-WILDS (test) | 26 | May 15, 2026 | ||
| Tumor classification | Camelyon17-WILDS (val) | 26 | Feb 26, 2026 | ||
| Anomaly Localization | ClinicDB | 26 | Mar 23, 2026 | ||
| Anomaly Localization | ISIC | 26 | Mar 23, 2026 | ||
| Anomaly Localization | DAGM | 26 | Mar 23, 2026 | ||
| Temporal Action Localization | BEOID (test) | 26 | Feb 26, 2026 | ||
| Visual Question Answering | VQA v2 | 26 | Feb 27, 2026 | ||
| Open-Vocabulary Segmentation | Pascal Context 60 (val) | 26 | Feb 26, 2026 | ||
| 3D Semantic Occupancy Prediction | SurroundOcc-nuScenes rainy scenario (val) | 26 | Feb 26, 2026 | ||
| Scene Text Recognition | Union14M-Benchmark CUR MLO ART CTL SAL MLW GEN | 26 | Feb 26, 2026 | ||
| Deepfake Detection | CelebDF v1 | 26 | Apr 24, 2026 | ||
| Brain Tissue Segmentation | ADNI (test) | 26 | Feb 26, 2026 | ||
| Unsupervised Object Segmentation | COCO | 26 | Feb 26, 2026 | ||
| Adversarial Attack | N-MNIST | 26 | Feb 26, 2026 | ||
| Adversarial Attack | NCALTECH | 26 | Feb 26, 2026 | ||
| Adversarial Attack | DVSGESTURE | 26 | Feb 26, 2026 | ||
| Geometry problem solving | GeoQA | 26 | Feb 26, 2026 | ||
| Video Reasoning | Seed-Bench R1 | 26 | Mar 4, 2026 | ||
| Spatial Reasoning Generation | OneIG-EN (test) | 26 | Feb 26, 2026 | ||
| Membership Inference Attack Defense | CIFAR10 | 26 | Feb 26, 2026 | ||
| Secure Inference (VGG16) | CIFAR-10 (test) | 26 | Feb 26, 2026 | ||
| Inference Efficiency | DeepScaleR-40k (1,024 mathematical problems) | 26 | Feb 26, 2026 | ||
| Reward Modeling Suitability Evaluation | RM Bench Math | 26 | Feb 26, 2026 |